Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "221"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 221 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 95 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 93 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 221, Node N18:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459912 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.221515 0.266921 -0.813526 -0.782100 -0.269146 -1.989839 1.807268 0.063000 0.6127 0.6621 0.4125 nan nan
2459911 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.896059 0.127174 -0.815964 -0.594120 -0.420043 -1.863232 1.115436 -0.526515 0.6150 0.6605 0.4170 nan nan
2459910 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.680781 0.085789 -0.850066 -0.640332 -0.308442 -1.976125 0.955697 -0.776064 0.6221 0.6643 0.4136 nan nan
2459909 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.966771 0.082200 -0.832855 -0.860767 -0.222809 -1.505110 1.895445 -0.279174 0.6189 0.6618 0.4137 nan nan
2459908 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.821150 0.032399 -0.805773 -0.814020 -0.328291 -1.600756 2.230730 -0.393068 0.6280 0.6707 0.4094 nan nan
2459907 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.720075 0.197999 -0.951293 -0.849710 0.186093 -1.693786 1.378030 -0.594936 0.6237 0.6659 0.4094 nan nan
2459906 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.890752 0.257415 -1.010882 -0.306780 -0.083282 -1.098293 2.542709 -0.301565 0.6133 0.6607 0.4098 nan nan
2459905 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.330358 0.268755 -0.828542 -0.371452 -0.188392 -1.912220 2.261781 -0.132575 0.6006 0.6508 0.4135 nan nan
2459904 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.925069 0.313551 -0.921989 -0.194284 -0.473659 -1.633699 4.934894 0.063976 0.6057 0.6516 0.4065 nan nan
2459903 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.729187 0.326693 -0.957473 -0.490087 0.175942 -1.588444 4.829797 -0.110411 0.6127 0.6532 0.4108 nan nan
2459902 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.184627 0.422691 -0.995174 -0.171515 0.087308 -1.254765 2.027536 -0.690336 0.6190 0.6553 0.4032 nan nan
2459901 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.900733 0.198137 -0.910097 -0.717535 0.770208 -1.341412 1.292318 -0.622258 0.6181 0.6590 0.4117 nan nan
2459900 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.455629 -0.133806 -0.784266 -0.672016 0.536461 -0.936672 1.568696 -0.598387 0.5641 0.6013 0.3445 nan nan
2459898 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.516507 -0.010043 -0.978934 -0.669669 -0.134333 -1.769041 2.809040 -0.314150 0.6193 0.6579 0.4073 nan nan
2459897 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.532625 0.048683 -1.086240 -0.542589 -0.085455 -2.037553 3.059253 -0.394594 0.6155 0.6550 0.4094 nan nan
2459896 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.063881 -0.145587 -1.044607 -0.547958 0.033028 -2.520552 1.739568 -0.755442 0.6206 0.6575 0.4082 nan nan
2459895 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.003821 0.112881 -0.923237 -0.014239 -0.331647 -1.152672 -1.584752 -1.361020 0.7208 0.7235 0.2755 nan nan
2459894 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.166193 -0.015300 -0.933596 -0.487559 0.113939 -1.642211 2.292379 -0.398042 0.6198 0.6552 0.3971 nan nan
2459893 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.614768 -0.141884 -0.976793 -0.741728 -0.115235 -2.027293 3.027639 -0.730467 0.6303 0.6628 0.3945 nan nan
2459892 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.555831 -0.062055 -1.159164 -0.701116 0.790061 -1.715466 2.526184 -0.832103 0.6296 0.6648 0.3971 nan nan
2459891 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.455629 -0.064148 -1.161272 -0.505843 0.390496 -2.322807 2.496235 -0.436764 0.6234 0.6592 0.3992 nan nan
2459890 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.289101 -0.127788 -0.997524 -0.307102 -0.013245 -1.008740 1.285743 -0.454918 0.6203 0.6572 0.3996 nan nan
2459889 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.237255 0.051363 -1.228572 -0.556222 0.142665 -2.304062 3.824803 -0.514542 0.6307 0.6596 0.3940 nan nan
2459888 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.633160 -0.061839 -1.037045 -0.393119 -0.030557 -1.840216 0.399192 -0.720219 0.6459 0.6751 0.3942 nan nan
2459887 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.605896 -0.143231 -0.906722 -1.175000 -1.201994 -2.121335 1.826983 -0.339537 0.6333 0.6619 0.3975 nan nan
2459886 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.054443 0.054097 -0.825148 -0.524355 -1.844201 -1.916678 -0.856523 -1.185163 0.7310 0.7371 0.3353 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.149175 2.019462 2.790997 20.303946 2.759603 1.802071 2.158000 3.748535 0.6830 0.6994 0.3614 nan nan
2459884 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.729495 -0.312347 -1.105533 -0.296240 -0.051010 -1.734230 1.742601 -0.773255 0.6397 0.6635 0.3969 nan nan
2459883 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.902539 1.882026 2.644552 17.830761 1.660415 0.312666 6.561757 0.031610 0.6344 0.6644 0.3940 nan nan
2459882 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.862991 1.699627 2.720898 24.082477 4.043524 2.665755 7.015690 2.880651 0.6792 0.7188 0.3325 nan nan
2459880 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.696097 1.966949 2.148304 18.970240 1.944338 0.852665 3.477923 -0.023668 0.6320 0.6673 0.3973 nan nan
2459879 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.242272 -0.673699 -0.755112 -2.548931 -0.084797 -0.713591 2.840074 -0.712339 0.6238 0.6660 0.4087 nan nan
2459878 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.262732 2.063438 3.268988 23.415496 2.916283 2.329088 8.348395 0.334465 0.6276 0.6717 0.4040 nan nan
2459876 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.704442 2.118850 1.935516 15.286682 6.795405 6.047945 8.803303 -0.286808 0.6498 0.6598 0.3963 nan nan
2459875 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.816038 1.657317 2.809839 21.941658 3.709792 1.928454 3.234338 2.291496 0.6519 0.6790 0.4052 nan nan
2459874 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.073464 2.753369 1.216850 10.941240 4.916108 3.248869 5.968935 0.453496 0.6461 0.6555 0.3933 nan nan
2459873 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.989232 1.871163 1.564287 15.244205 2.314279 0.951298 2.281036 0.334323 0.6405 0.6451 0.3988 nan nan
2459872 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.115584 1.596899 2.842817 20.530578 5.767832 3.620212 3.759026 0.726841 0.6344 0.6496 0.4071 nan nan
2459871 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.451949 1.261463 2.502289 20.837337 4.547704 2.763456 2.487348 -0.151588 0.6482 0.6536 0.3982 nan nan
2459870 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.027317 2.459012 2.066589 15.027639 4.266428 1.477113 5.467127 0.121562 0.6605 0.6621 0.3935 nan nan
2459869 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.393606 1.746210 2.043612 14.361434 4.049348 2.385499 3.912026 0.712754 0.6702 0.6795 0.3910 nan nan
2459868 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.005397 2.693926 2.551482 23.856669 3.042051 1.775659 6.434519 0.157530 0.6401 0.6530 0.4077 nan nan
2459867 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.031062 1.601478 2.343207 18.981775 2.764059 0.699323 3.931213 0.155297 0.6533 0.6600 0.4085 nan nan
2459866 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.135271 1.963345 2.340039 17.379634 3.353772 0.307267 1.469946 -0.875771 0.6545 0.6606 0.4040 nan nan
2459865 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459864 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.399093 2.595984 3.135126 11.631766 2.669149 1.306924 6.122955 2.323998 0.6465 0.6528 0.4297 nan nan
2459863 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.694308 0.201972 -1.817285 -0.098298 1.318302 -0.625407 2.592754 0.530864 0.6437 0.6488 0.4124 nan nan
2459862 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459861 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.479499 -0.406620 -1.752565 -1.394694 -0.420656 -1.405950 2.152569 0.172113 0.6560 0.6536 0.4295 nan nan
2459860 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.332494 0.356676 3.718066 10.762599 4.378280 2.096147 2.252855 -0.429028 0.6712 0.6571 0.4214 nan nan
2459859 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.431361 -0.519147 -1.921746 -1.394530 -0.792132 -1.038690 1.227887 -0.845683 0.6794 0.6649 0.4143 nan nan
2459858 RF_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.093749 -0.654940 -1.988026 -1.771988 0.166821 -0.622960 2.187936 0.108954 0.6848 0.6680 0.4304 2.783237 2.647392
2459857 RF_ok 0.00% 100.00% 100.00% 0.00% - - 1.852470 -0.554557 1.460282 1.747048 -1.578702 -0.315950 -0.693476 -1.851084 0.0311 0.0295 0.0014 nan nan
2459856 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.346269 1.068251 3.848984 9.878875 2.127733 0.769440 1.781024 -1.494229 0.6816 0.6832 0.4121 2.443666 2.399103
2459855 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.139897 1.254581 4.135551 11.225566 1.342534 -0.140893 1.228896 -0.538467 0.6621 0.7033 0.4477 2.514596 2.366919
2459854 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.958928 0.875497 4.229175 9.739524 0.429351 -0.043068 2.303486 -0.251515 0.6777 0.7321 0.4586 2.748489 2.469566
2459853 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.063570 0.786990 5.445654 12.595520 2.654121 0.641888 3.050857 -0.731189 0.7080 0.6757 0.4366 2.761129 2.622149
2459852 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.052324 2.289556 4.489506 12.352072 5.555709 5.239818 3.875284 9.424495 0.7881 0.7997 0.2801 3.606412 3.812747
2459851 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.503094 1.699468 5.298433 11.633825 2.643729 2.963760 3.478778 4.705125 0.7094 0.7411 0.3649 2.412554 2.346393
2459849 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.639292 1.224137 11.996399 23.637576 2.104800 0.094560 2.652933 -1.072882 0.7110 0.7325 0.3673 3.366287 3.119943
2459848 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.946506 1.410797 8.642996 16.963550 3.610954 2.380383 2.842512 -0.692135 0.6836 0.7347 0.3909 2.948757 2.916298
2459847 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.915672 1.248949 7.830853 16.248842 2.324997 3.759912 1.465858 0.171925 0.6850 0.6663 0.4439 5.366335 4.669579
2459841 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459838 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459833 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459832 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459831 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459830 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459829 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459828 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459827 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459826 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459825 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459824 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459823 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459822 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459821 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459820 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459817 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459816 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459815 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459814 RF_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 221: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 2.221515 0.266921 2.221515 -0.782100 -0.813526 -1.989839 -0.269146 0.063000 1.807268

Antenna 221: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.896059 0.127174 1.896059 -0.594120 -0.815964 -1.863232 -0.420043 -0.526515 1.115436

Antenna 221: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.680781 0.085789 1.680781 -0.640332 -0.850066 -1.976125 -0.308442 -0.776064 0.955697

Antenna 221: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.966771 0.082200 1.966771 -0.860767 -0.832855 -1.505110 -0.222809 -0.279174 1.895445

Antenna 221: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 2.230730 1.821150 0.032399 -0.805773 -0.814020 -0.328291 -1.600756 2.230730 -0.393068

Antenna 221: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.720075 0.197999 1.720075 -0.849710 -0.951293 -1.693786 0.186093 -0.594936 1.378030

Antenna 221: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 2.542709 0.257415 1.890752 -0.306780 -1.010882 -1.098293 -0.083282 -0.301565 2.542709

Antenna 221: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 2.330358 0.268755 2.330358 -0.371452 -0.828542 -1.912220 -0.188392 -0.132575 2.261781

Antenna 221: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 4.934894 0.313551 1.925069 -0.194284 -0.921989 -1.633699 -0.473659 0.063976 4.934894

Antenna 221: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 4.829797 0.326693 1.729187 -0.490087 -0.957473 -1.588444 0.175942 -0.110411 4.829797

Antenna 221: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 2.184627 2.184627 0.422691 -0.995174 -0.171515 0.087308 -1.254765 2.027536 -0.690336

Antenna 221: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.900733 1.900733 0.198137 -0.910097 -0.717535 0.770208 -1.341412 1.292318 -0.622258

Antenna 221: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 1.568696 1.455629 -0.133806 -0.784266 -0.672016 0.536461 -0.936672 1.568696 -0.598387

Antenna 221: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 2.809040 -0.010043 1.516507 -0.669669 -0.978934 -1.769041 -0.134333 -0.314150 2.809040

Antenna 221: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 3.059253 0.048683 1.532625 -0.542589 -1.086240 -2.037553 -0.085455 -0.394594 3.059253

Antenna 221: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 1.739568 -0.145587 1.063881 -0.547958 -1.044607 -2.520552 0.033028 -0.755442 1.739568

Antenna 221: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 2.003821 2.003821 0.112881 -0.923237 -0.014239 -0.331647 -1.152672 -1.584752 -1.361020

Antenna 221: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 2.292379 -0.015300 2.166193 -0.487559 -0.933596 -1.642211 0.113939 -0.398042 2.292379

Antenna 221: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 3.027639 1.614768 -0.141884 -0.976793 -0.741728 -0.115235 -2.027293 3.027639 -0.730467

Antenna 221: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 2.526184 -0.062055 1.555831 -0.701116 -1.159164 -1.715466 0.790061 -0.832103 2.526184

Antenna 221: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 2.496235 1.455629 -0.064148 -1.161272 -0.505843 0.390496 -2.322807 2.496235 -0.436764

Antenna 221: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 2.289101 -0.127788 2.289101 -0.307102 -0.997524 -1.008740 -0.013245 -0.454918 1.285743

Antenna 221: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 3.824803 2.237255 0.051363 -1.228572 -0.556222 0.142665 -2.304062 3.824803 -0.514542

Antenna 221: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.633160 -0.061839 1.633160 -0.393119 -1.037045 -1.840216 -0.030557 -0.720219 0.399192

Antenna 221: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 1.826983 -0.143231 1.605896 -1.175000 -0.906722 -2.121335 -1.201994 -0.339537 1.826983

Antenna 221: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.054443 1.054443 0.054097 -0.825148 -0.524355 -1.844201 -1.916678 -0.856523 -1.185163

Antenna 221: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 20.303946 2.019462 5.149175 20.303946 2.790997 1.802071 2.759603 3.748535 2.158000

Antenna 221: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 1.742601 -0.312347 1.729495 -0.296240 -1.105533 -1.734230 -0.051010 -0.773255 1.742601

Antenna 221: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 17.830761 1.882026 3.902539 17.830761 2.644552 0.312666 1.660415 0.031610 6.561757

Antenna 221: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 24.082477 1.699627 3.862991 24.082477 2.720898 2.665755 4.043524 2.880651 7.015690

Antenna 221: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 18.970240 1.966949 4.696097 18.970240 2.148304 0.852665 1.944338 -0.023668 3.477923

Antenna 221: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Temporal Discontinuties 2.840074 -0.673699 1.242272 -2.548931 -0.755112 -0.713591 -0.084797 -0.712339 2.840074

Antenna 221: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 23.415496 2.063438 4.262732 23.415496 3.268988 2.329088 2.916283 0.334465 8.348395

Antenna 221: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 15.286682 4.704442 2.118850 1.935516 15.286682 6.795405 6.047945 8.803303 -0.286808

Antenna 221: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 21.941658 4.816038 1.657317 2.809839 21.941658 3.709792 1.928454 3.234338 2.291496

Antenna 221: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 10.941240 7.073464 2.753369 1.216850 10.941240 4.916108 3.248869 5.968935 0.453496

Antenna 221: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 15.244205 5.989232 1.871163 1.564287 15.244205 2.314279 0.951298 2.281036 0.334323

Antenna 221: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 20.530578 1.596899 5.115584 20.530578 2.842817 3.620212 5.767832 0.726841 3.759026

Antenna 221: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 20.837337 1.261463 3.451949 20.837337 2.502289 2.763456 4.547704 -0.151588 2.487348

Antenna 221: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 15.027639 6.027317 2.459012 2.066589 15.027639 4.266428 1.477113 5.467127 0.121562

Antenna 221: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 14.361434 4.393606 1.746210 2.043612 14.361434 4.049348 2.385499 3.912026 0.712754

Antenna 221: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 23.856669 8.005397 2.693926 2.551482 23.856669 3.042051 1.775659 6.434519 0.157530

Antenna 221: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 18.981775 5.031062 1.601478 2.343207 18.981775 2.764059 0.699323 3.931213 0.155297

Antenna 221: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 17.379634 1.963345 6.135271 17.379634 2.340039 0.307267 3.353772 -0.875771 1.469946

Antenna 221: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 11.631766 2.595984 8.399093 11.631766 3.135126 1.306924 2.669149 2.323998 6.122955

Antenna 221: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 4.694308 4.694308 0.201972 -1.817285 -0.098298 1.318302 -0.625407 2.592754 0.530864

Antenna 221: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 3.479499 -0.406620 3.479499 -1.394694 -1.752565 -1.405950 -0.420656 0.172113 2.152569

Antenna 221: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 10.762599 3.332494 0.356676 3.718066 10.762599 4.378280 2.096147 2.252855 -0.429028

Antenna 221: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 2.431361 2.431361 -0.519147 -1.921746 -1.394530 -0.792132 -1.038690 1.227887 -0.845683

Antenna 221: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 3.093749 -0.654940 3.093749 -1.771988 -1.988026 -0.622960 0.166821 0.108954 2.187936

Antenna 221: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape 1.852470 -0.554557 1.852470 1.747048 1.460282 -0.315950 -1.578702 -1.851084 -0.693476

Antenna 221: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 9.878875 4.346269 1.068251 3.848984 9.878875 2.127733 0.769440 1.781024 -1.494229

Antenna 221: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 11.225566 1.254581 6.139897 11.225566 4.135551 -0.140893 1.342534 -0.538467 1.228896

Antenna 221: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 9.739524 0.875497 5.958928 9.739524 4.229175 -0.043068 0.429351 -0.251515 2.303486

Antenna 221: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 12.595520 0.786990 4.063570 12.595520 5.445654 0.641888 2.654121 -0.731189 3.050857

Antenna 221: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 12.352072 5.052324 2.289556 4.489506 12.352072 5.555709 5.239818 3.875284 9.424495

Antenna 221: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 11.633825 4.503094 1.699468 5.298433 11.633825 2.643729 2.963760 3.478778 4.705125

Antenna 221: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 23.637576 4.639292 1.224137 11.996399 23.637576 2.104800 0.094560 2.652933 -1.072882

Antenna 221: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 16.963550 1.410797 4.946506 16.963550 8.642996 2.380383 3.610954 -0.692135 2.842512

Antenna 221: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Power 16.248842 1.248949 5.915672 16.248842 7.830853 3.759912 2.324997 0.171925 1.465858

Antenna 221: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
221 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 221: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 221: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
221 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: